Overview

Dataset statistics

Number of variables53
Number of observations121
Missing cells163
Missing cells (%)2.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory109.5 KiB
Average record size in memory926.6 B

Variable types

Numeric39
Categorical10
Unsupported1
Path2
Boolean1

Warnings

base_health has constant value "200" Constant
base_mana has constant value "75" Constant
base_mr has constant value "25" Constant
null_win has constant value "0" Constant
name has a high cardinality: 121 distinct values High cardinality
localized_name has a high cardinality: 121 distinct values High cardinality
id is highly correlated with hero_idHigh correlation
base_attack_min is highly correlated with base_attack_maxHigh correlation
base_attack_max is highly correlated with base_attack_minHigh correlation
hero_id is highly correlated with idHigh correlation
turbo_picks is highly correlated with turbo_wins and 3 other fieldsHigh correlation
turbo_wins is highly correlated with turbo_picks and 4 other fieldsHigh correlation
pro_win is highly correlated with pro_pickHigh correlation
pro_pick is highly correlated with pro_winHigh correlation
1_pick is highly correlated with turbo_picks and 6 other fieldsHigh correlation
1_win is highly correlated with turbo_wins and 5 other fieldsHigh correlation
2_pick is highly correlated with turbo_picks and 8 other fieldsHigh correlation
2_win is highly correlated with turbo_picks and 8 other fieldsHigh correlation
3_pick is highly correlated with 1_pick and 10 other fieldsHigh correlation
3_win is highly correlated with 1_pick and 9 other fieldsHigh correlation
4_pick is highly correlated with 2_pick and 9 other fieldsHigh correlation
4_win is highly correlated with 2_pick and 8 other fieldsHigh correlation
5_pick is highly correlated with 3_pick and 8 other fieldsHigh correlation
5_win is highly correlated with 3_pick and 8 other fieldsHigh correlation
6_pick is highly correlated with 3_pick and 7 other fieldsHigh correlation
6_win is highly correlated with 3_pick and 8 other fieldsHigh correlation
7_pick is highly correlated with 4_pick and 7 other fieldsHigh correlation
7_win is highly correlated with 5_pick and 6 other fieldsHigh correlation
8_pick is highly correlated with 7_pick and 2 other fieldsHigh correlation
8_win is highly correlated with 7_pick and 2 other fieldsHigh correlation
attack_type is highly correlated with null_win and 3 other fieldsHigh correlation
cm_enabled is highly correlated with null_win and 3 other fieldsHigh correlation
primary_attr is highly correlated with null_win and 3 other fieldsHigh correlation
legs is highly correlated with null_win and 3 other fieldsHigh correlation
turn_rate is highly correlated with null_win and 3 other fieldsHigh correlation
null_win is highly correlated with attack_type and 7 other fieldsHigh correlation
base_mr is highly correlated with attack_type and 7 other fieldsHigh correlation
base_mana is highly correlated with attack_type and 7 other fieldsHigh correlation
base_health is highly correlated with attack_type and 7 other fieldsHigh correlation
base_health_regen has 73 (60.3%) missing values Missing
turn_rate has 90 (74.4%) missing values Missing
name is uniformly distributed Uniform
localized_name is uniformly distributed Uniform
id has unique values Unique
name has unique values Unique
localized_name has unique values Unique
img has unique values Unique
icon has unique values Unique
hero_id has unique values Unique
turbo_picks has unique values Unique
turbo_wins has unique values Unique
1_pick has unique values Unique
1_win has unique values Unique
2_pick has unique values Unique
3_pick has unique values Unique
3_win has unique values Unique
4_pick has unique values Unique
4_win has unique values Unique
5_pick has unique values Unique
6_pick has unique values Unique
6_win has unique values Unique
7_pick has unique values Unique
null_pick has unique values Unique
roles is an unsupported type, check if it needs cleaning or further analysis Unsupported
base_mana_regen has 105 (86.8%) zeros Zeros
base_armor has 36 (29.8%) zeros Zeros
projectile_speed has 9 (7.4%) zeros Zeros

Reproduction

Analysis started2021-05-05 00:39:16.139471
Analysis finished2021-05-05 00:41:39.848244
Duration2 minutes and 23.71 seconds
Software versionpandas-profiling v2.11.0
Download configurationconfig.yaml

Variables

id
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean62.24793388
Minimum1
Maximum135
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:39.941994image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile7
Q132
median62
Q392
95-th percentile120
Maximum135
Range134
Interquartile range (IQR)60

Descriptive statistics

Standard deviation36.10108055
Coefficient of variation (CV)0.579956286
Kurtosis-1.089002305
Mean62.24793388
Median Absolute Deviation (MAD)30
Skewness0.05648282425
Sum7532
Variance1303.288017
MonotocityStrictly increasing
2021-05-04T21:41:40.074640image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
11
 
0.8%
631
 
0.8%
911
 
0.8%
901
 
0.8%
891
 
0.8%
881
 
0.8%
871
 
0.8%
861
 
0.8%
851
 
0.8%
841
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
11
0.8%
21
0.8%
31
0.8%
41
0.8%
51
0.8%
61
0.8%
71
0.8%
81
0.8%
91
0.8%
101
0.8%
ValueCountFrequency (%)
1351
0.8%
1291
0.8%
1281
0.8%
1261
0.8%
1231
0.8%
1211
0.8%
1201
0.8%
1191
0.8%
1141
0.8%
1131
0.8%

name
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size9.6 KiB
npc_dota_hero_ancient_apparition
 
1
npc_dota_hero_bloodseeker
 
1
npc_dota_hero_beastmaster
 
1
npc_dota_hero_techies
 
1
npc_dota_hero_pangolier
 
1
Other values (116)
116 

Length

Max length33
Median length23
Mean length23.00826446
Min length17

Characters and Unicode

Total characters2784
Distinct characters27
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique121 ?
Unique (%)100.0%

Sample

1st rownpc_dota_hero_antimage
2nd rownpc_dota_hero_axe
3rd rownpc_dota_hero_bane
4th rownpc_dota_hero_bloodseeker
5th rownpc_dota_hero_crystal_maiden
ValueCountFrequency (%)
npc_dota_hero_ancient_apparition1
 
0.8%
npc_dota_hero_bloodseeker1
 
0.8%
npc_dota_hero_beastmaster1
 
0.8%
npc_dota_hero_techies1
 
0.8%
npc_dota_hero_pangolier1
 
0.8%
npc_dota_hero_leshrac1
 
0.8%
npc_dota_hero_chaos_knight1
 
0.8%
npc_dota_hero_keeper_of_the_light1
 
0.8%
npc_dota_hero_undying1
 
0.8%
npc_dota_hero_life_stealer1
 
0.8%
Other values (111)111
91.7%
2021-05-04T21:41:40.337936image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
npc_dota_hero_ancient_apparition1
 
0.8%
npc_dota_hero_bloodseeker1
 
0.8%
npc_dota_hero_beastmaster1
 
0.8%
npc_dota_hero_techies1
 
0.8%
npc_dota_hero_pangolier1
 
0.8%
npc_dota_hero_leshrac1
 
0.8%
npc_dota_hero_chaos_knight1
 
0.8%
npc_dota_hero_keeper_of_the_light1
 
0.8%
npc_dota_hero_undying1
 
0.8%
npc_dota_hero_life_stealer1
 
0.8%
Other values (111)111
91.7%

Most occurring characters

ValueCountFrequency (%)
_405
14.5%
o302
10.8%
e235
8.4%
r232
8.3%
a218
7.8%
n206
 
7.4%
t186
 
6.7%
d163
 
5.9%
h154
 
5.5%
p151
 
5.4%
Other values (17)532
19.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter2379
85.5%
Connector Punctuation405
 
14.5%

Most frequent character per category

ValueCountFrequency (%)
o302
12.7%
e235
9.9%
r232
9.8%
a218
9.2%
n206
8.7%
t186
7.8%
d163
6.9%
h154
6.5%
p151
 
6.3%
c149
 
6.3%
Other values (16)383
16.1%
ValueCountFrequency (%)
_405
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin2379
85.5%
Common405
 
14.5%

Most frequent character per script

ValueCountFrequency (%)
o302
12.7%
e235
9.9%
r232
9.8%
a218
9.2%
n206
8.7%
t186
7.8%
d163
6.9%
h154
6.5%
p151
 
6.3%
c149
 
6.3%
Other values (16)383
16.1%
ValueCountFrequency (%)
_405
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII2784
100.0%

Most frequent character per block

ValueCountFrequency (%)
_405
14.5%
o302
10.8%
e235
8.4%
r232
8.3%
a218
7.8%
n206
 
7.4%
t186
 
6.7%
d163
 
5.9%
h154
 
5.5%
p151
 
5.4%
Other values (17)532
19.1%

localized_name
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size7.9 KiB
Beastmaster
 
1
Crystal Maiden
 
1
Axe
 
1
Bristleback
 
1
Sven
 
1
Other values (116)
116 

Length

Max length19
Median length9
Mean length9.107438017
Min length2

Characters and Unicode

Total characters1102
Distinct characters51
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique121 ?
Unique (%)100.0%

Sample

1st rowAnti-Mage
2nd rowAxe
3rd rowBane
4th rowBloodseeker
5th rowCrystal Maiden
ValueCountFrequency (%)
Beastmaster1
 
0.8%
Crystal Maiden1
 
0.8%
Axe1
 
0.8%
Bristleback1
 
0.8%
Sven1
 
0.8%
Phoenix1
 
0.8%
Pudge1
 
0.8%
Earth Spirit1
 
0.8%
Storm Spirit1
 
0.8%
Lina1
 
0.8%
Other values (111)111
91.7%
2021-05-04T21:41:40.601232image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
spirit6
 
3.6%
king3
 
1.8%
assassin3
 
1.8%
shadow3
 
1.8%
of2
 
1.2%
dark2
 
1.2%
phantom2
 
1.2%
prophet2
 
1.2%
void2
 
1.2%
knight2
 
1.2%
Other values (140)140
83.8%

Most occurring characters

ValueCountFrequency (%)
r108
 
9.8%
e106
 
9.6%
a86
 
7.8%
n78
 
7.1%
i74
 
6.7%
o61
 
5.5%
t54
 
4.9%
46
 
4.2%
s41
 
3.7%
h33
 
3.0%
Other values (41)415
37.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter889
80.7%
Uppercase Letter165
 
15.0%
Space Separator46
 
4.2%
Dash Punctuation1
 
0.1%
Other Punctuation1
 
0.1%

Most frequent character per category

ValueCountFrequency (%)
S23
13.9%
D13
 
7.9%
M11
 
6.7%
P11
 
6.7%
L11
 
6.7%
T11
 
6.7%
W11
 
6.7%
A10
 
6.1%
B9
 
5.5%
C7
 
4.2%
Other values (14)48
29.1%
ValueCountFrequency (%)
r108
12.1%
e106
11.9%
a86
 
9.7%
n78
 
8.8%
i74
 
8.3%
o61
 
6.9%
t54
 
6.1%
s41
 
4.6%
h33
 
3.7%
d29
 
3.3%
Other values (14)219
24.6%
ValueCountFrequency (%)
-1
100.0%
ValueCountFrequency (%)
46
100.0%
ValueCountFrequency (%)
'1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin1054
95.6%
Common48
 
4.4%

Most frequent character per script

ValueCountFrequency (%)
r108
 
10.2%
e106
 
10.1%
a86
 
8.2%
n78
 
7.4%
i74
 
7.0%
o61
 
5.8%
t54
 
5.1%
s41
 
3.9%
h33
 
3.1%
d29
 
2.8%
Other values (38)384
36.4%
ValueCountFrequency (%)
46
95.8%
-1
 
2.1%
'1
 
2.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII1102
100.0%

Most frequent character per block

ValueCountFrequency (%)
r108
 
9.8%
e106
 
9.6%
a86
 
7.8%
n78
 
7.1%
i74
 
6.7%
o61
 
5.5%
t54
 
4.9%
46
 
4.2%
s41
 
3.7%
h33
 
3.0%
Other values (41)415
37.7%

primary_attr
Categorical

HIGH CORRELATION

Distinct3
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size7.2 KiB
int
43 
str
40 
agi
38 

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters363
Distinct characters7
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowagi
2nd rowstr
3rd rowint
4th rowagi
5th rowint
ValueCountFrequency (%)
int43
35.5%
str40
33.1%
agi38
31.4%
2021-05-04T21:41:40.783744image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
2021-05-04T21:41:40.840592image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
ValueCountFrequency (%)
int43
35.5%
str40
33.1%
agi38
31.4%

Most occurring characters

ValueCountFrequency (%)
t83
22.9%
i81
22.3%
n43
11.8%
s40
11.0%
r40
11.0%
a38
10.5%
g38
10.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter363
100.0%

Most frequent character per category

ValueCountFrequency (%)
t83
22.9%
i81
22.3%
n43
11.8%
s40
11.0%
r40
11.0%
a38
10.5%
g38
10.5%

Most occurring scripts

ValueCountFrequency (%)
Latin363
100.0%

Most frequent character per script

ValueCountFrequency (%)
t83
22.9%
i81
22.3%
n43
11.8%
s40
11.0%
r40
11.0%
a38
10.5%
g38
10.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII363
100.0%

Most frequent character per block

ValueCountFrequency (%)
t83
22.9%
i81
22.3%
n43
11.8%
s40
11.0%
r40
11.0%
a38
10.5%
g38
10.5%

attack_type
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size7.5 KiB
Ranged
63 
Melee
58 

Length

Max length6
Median length6
Mean length5.520661157
Min length5

Characters and Unicode

Total characters668
Distinct characters8
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowMelee
2nd rowMelee
3rd rowRanged
4th rowMelee
5th rowRanged
ValueCountFrequency (%)
Ranged63
52.1%
Melee58
47.9%
2021-05-04T21:41:40.993184image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
2021-05-04T21:41:41.051029image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
ValueCountFrequency (%)
ranged63
52.1%
melee58
47.9%

Most occurring characters

ValueCountFrequency (%)
e237
35.5%
R63
 
9.4%
a63
 
9.4%
n63
 
9.4%
g63
 
9.4%
d63
 
9.4%
M58
 
8.7%
l58
 
8.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter547
81.9%
Uppercase Letter121
 
18.1%

Most frequent character per category

ValueCountFrequency (%)
e237
43.3%
a63
 
11.5%
n63
 
11.5%
g63
 
11.5%
d63
 
11.5%
l58
 
10.6%
ValueCountFrequency (%)
R63
52.1%
M58
47.9%

Most occurring scripts

ValueCountFrequency (%)
Latin668
100.0%

Most frequent character per script

ValueCountFrequency (%)
e237
35.5%
R63
 
9.4%
a63
 
9.4%
n63
 
9.4%
g63
 
9.4%
d63
 
9.4%
M58
 
8.7%
l58
 
8.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII668
100.0%

Most frequent character per block

ValueCountFrequency (%)
e237
35.5%
R63
 
9.4%
a63
 
9.4%
n63
 
9.4%
g63
 
9.4%
d63
 
9.4%
M58
 
8.7%
l58
 
8.7%

roles
Unsupported

REJECTED
UNSUPPORTED

Missing0
Missing (%)0.0%
Memory size10.9 KiB

img
Path

UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size12.3 KiB
/apps/dota2/images/heroes/dawnbreaker_full.png?
 
1
/apps/dota2/images/heroes/phantom_lancer_full.png?
 
1
/apps/dota2/images/heroes/enigma_full.png?
 
1
/apps/dota2/images/heroes/beastmaster_full.png?
 
1
/apps/dota2/images/heroes/troll_warlord_full.png?
 
1
Other values (116)
116 

Length

Max length55
Median length45
Mean length45.00826446
Min length39

Characters and Unicode

Total characters5446
Distinct characters31
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique121 ?
Unique (%)100.0%

Sample

1st row/apps/dota2/images/heroes/antimage_full.png?
2nd row/apps/dota2/images/heroes/axe_full.png?
3rd row/apps/dota2/images/heroes/bane_full.png?
4th row/apps/dota2/images/heroes/bloodseeker_full.png?
5th row/apps/dota2/images/heroes/crystal_maiden_full.png?
ValueCountFrequency (%)
/apps/dota2/images/heroes/dawnbreaker_full.png?1
 
0.8%
/apps/dota2/images/heroes/phantom_lancer_full.png?1
 
0.8%
/apps/dota2/images/heroes/enigma_full.png?1
 
0.8%
/apps/dota2/images/heroes/beastmaster_full.png?1
 
0.8%
/apps/dota2/images/heroes/troll_warlord_full.png?1
 
0.8%
/apps/dota2/images/heroes/disruptor_full.png?1
 
0.8%
/apps/dota2/images/heroes/doom_bringer_full.png?1
 
0.8%
/apps/dota2/images/heroes/necrolyte_full.png?1
 
0.8%
/apps/dota2/images/heroes/rubick_full.png?1
 
0.8%
/apps/dota2/images/heroes/ursa_full.png?1
 
0.8%
Other values (111)111
91.7%
2021-05-04T21:41:41.258475image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
apps/dota2/images/heroes/visage_full.png1
 
0.8%
apps/dota2/images/heroes/earthshaker_full.png1
 
0.8%
apps/dota2/images/heroes/grimstroke_full.png1
 
0.8%
apps/dota2/images/heroes/meepo_full.png1
 
0.8%
apps/dota2/images/heroes/abaddon_full.png1
 
0.8%
apps/dota2/images/heroes/lone_druid_full.png1
 
0.8%
apps/dota2/images/heroes/necrolyte_full.png1
 
0.8%
apps/dota2/images/heroes/ancient_apparition_full.png1
 
0.8%
apps/dota2/images/heroes/tusk_full.png1
 
0.8%
apps/dota2/images/heroes/pangolier_full.png1
 
0.8%
Other values (111)111
91.7%

Most occurring characters

ValueCountFrequency (%)
/605
 
11.1%
e477
 
8.8%
a460
 
8.4%
s429
 
7.9%
p393
 
7.2%
o302
 
5.5%
l283
 
5.2%
g272
 
5.0%
r232
 
4.3%
n206
 
3.8%
Other values (21)1787
32.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter4315
79.2%
Other Punctuation847
 
15.6%
Connector Punctuation163
 
3.0%
Decimal Number121
 
2.2%

Most frequent character per category

ValueCountFrequency (%)
e477
11.1%
a460
10.7%
s429
9.9%
p393
 
9.1%
o302
 
7.0%
l283
 
6.6%
g272
 
6.3%
r232
 
5.4%
n206
 
4.8%
i198
 
4.6%
Other values (16)1063
24.6%
ValueCountFrequency (%)
/605
71.4%
.121
 
14.3%
?121
 
14.3%
ValueCountFrequency (%)
2121
100.0%
ValueCountFrequency (%)
_163
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin4315
79.2%
Common1131
 
20.8%

Most frequent character per script

ValueCountFrequency (%)
e477
11.1%
a460
10.7%
s429
9.9%
p393
 
9.1%
o302
 
7.0%
l283
 
6.6%
g272
 
6.3%
r232
 
5.4%
n206
 
4.8%
i198
 
4.6%
Other values (16)1063
24.6%
ValueCountFrequency (%)
/605
53.5%
_163
 
14.4%
2121
 
10.7%
.121
 
10.7%
?121
 
10.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII5446
100.0%

Most frequent character per block

ValueCountFrequency (%)
/605
 
11.1%
e477
 
8.8%
a460
 
8.4%
s429
 
7.9%
p393
 
7.2%
o302
 
5.5%
l283
 
5.2%
g272
 
5.0%
r232
 
4.3%
n206
 
3.8%
Other values (21)1787
32.8%
Common prefix/apps/dota2/images/heroes/
Unique stems121
Unique names121
Unique extensions1
Unique directories1
Unique anchors1
ValueCountFrequency (%)
/apps/dota2/images/heroes/dawnbreaker_full.png?1
 
0.8%
/apps/dota2/images/heroes/phantom_lancer_full.png?1
 
0.8%
/apps/dota2/images/heroes/enigma_full.png?1
 
0.8%
/apps/dota2/images/heroes/beastmaster_full.png?1
 
0.8%
/apps/dota2/images/heroes/troll_warlord_full.png?1
 
0.8%
/apps/dota2/images/heroes/disruptor_full.png?1
 
0.8%
/apps/dota2/images/heroes/doom_bringer_full.png?1
 
0.8%
/apps/dota2/images/heroes/necrolyte_full.png?1
 
0.8%
/apps/dota2/images/heroes/rubick_full.png?1
 
0.8%
/apps/dota2/images/heroes/ursa_full.png?1
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
/apps/dota2/images/heroes/bloodseeker_full1
 
0.8%
/apps/dota2/images/heroes/legion_commander_full1
 
0.8%
/apps/dota2/images/heroes/techies_full1
 
0.8%
/apps/dota2/images/heroes/riki_full1
 
0.8%
/apps/dota2/images/heroes/gyrocopter_full1
 
0.8%
/apps/dota2/images/heroes/omniknight_full1
 
0.8%
/apps/dota2/images/heroes/enchantress_full1
 
0.8%
/apps/dota2/images/heroes/queenofpain_full1
 
0.8%
/apps/dota2/images/heroes/earth_spirit_full1
 
0.8%
/apps/dota2/images/heroes/dawnbreaker_full1
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
zuus_full.png?1
 
0.8%
faceless_void_full.png?1
 
0.8%
winter_wyvern_full.png?1
 
0.8%
puck_full.png?1
 
0.8%
brewmaster_full.png?1
 
0.8%
beastmaster_full.png?1
 
0.8%
lich_full.png?1
 
0.8%
obsidian_destroyer_full.png?1
 
0.8%
pangolier_full.png?1
 
0.8%
ember_spirit_full.png?1
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
.png?121
100.0%
ValueCountFrequency (%)
/apps/dota2/images/heroes121
100.0%
ValueCountFrequency (%)
121
100.0%

icon
Path

UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size12.1 KiB
/apps/dota2/images/heroes/keeper_of_the_light_icon.png
 
1
/apps/dota2/images/heroes/bloodseeker_icon.png
 
1
/apps/dota2/images/heroes/venomancer_icon.png
 
1
/apps/dota2/images/heroes/terrorblade_icon.png
 
1
/apps/dota2/images/heroes/rubick_icon.png
 
1
Other values (116)
116 

Length

Max length54
Median length44
Mean length44.00826446
Min length38

Characters and Unicode

Total characters5325
Distinct characters30
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique121 ?
Unique (%)100.0%

Sample

1st row/apps/dota2/images/heroes/antimage_icon.png
2nd row/apps/dota2/images/heroes/axe_icon.png
3rd row/apps/dota2/images/heroes/bane_icon.png
4th row/apps/dota2/images/heroes/bloodseeker_icon.png
5th row/apps/dota2/images/heroes/crystal_maiden_icon.png
ValueCountFrequency (%)
/apps/dota2/images/heroes/keeper_of_the_light_icon.png1
 
0.8%
/apps/dota2/images/heroes/bloodseeker_icon.png1
 
0.8%
/apps/dota2/images/heroes/venomancer_icon.png1
 
0.8%
/apps/dota2/images/heroes/terrorblade_icon.png1
 
0.8%
/apps/dota2/images/heroes/rubick_icon.png1
 
0.8%
/apps/dota2/images/heroes/puck_icon.png1
 
0.8%
/apps/dota2/images/heroes/slardar_icon.png1
 
0.8%
/apps/dota2/images/heroes/brewmaster_icon.png1
 
0.8%
/apps/dota2/images/heroes/lycan_icon.png1
 
0.8%
/apps/dota2/images/heroes/winter_wyvern_icon.png1
 
0.8%
Other values (111)111
91.7%
2021-05-04T21:41:41.507808image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
apps/dota2/images/heroes/ursa_icon.png1
 
0.8%
apps/dota2/images/heroes/windrunner_icon.png1
 
0.8%
apps/dota2/images/heroes/phantom_assassin_icon.png1
 
0.8%
apps/dota2/images/heroes/spectre_icon.png1
 
0.8%
apps/dota2/images/heroes/necrolyte_icon.png1
 
0.8%
apps/dota2/images/heroes/elder_titan_icon.png1
 
0.8%
apps/dota2/images/heroes/gyrocopter_icon.png1
 
0.8%
apps/dota2/images/heroes/morphling_icon.png1
 
0.8%
apps/dota2/images/heroes/death_prophet_icon.png1
 
0.8%
apps/dota2/images/heroes/luna_icon.png1
 
0.8%
Other values (111)111
91.7%

Most occurring characters

ValueCountFrequency (%)
/605
11.4%
e477
 
9.0%
a460
 
8.6%
s429
 
8.1%
o423
 
7.9%
p393
 
7.4%
n327
 
6.1%
i319
 
6.0%
g272
 
5.1%
r232
 
4.4%
Other values (20)1388
26.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter4315
81.0%
Other Punctuation726
 
13.6%
Connector Punctuation163
 
3.1%
Decimal Number121
 
2.3%

Most frequent character per category

ValueCountFrequency (%)
e477
11.1%
a460
10.7%
s429
9.9%
o423
9.8%
p393
9.1%
n327
7.6%
i319
7.4%
g272
 
6.3%
r232
 
5.4%
t186
 
4.3%
Other values (16)797
18.5%
ValueCountFrequency (%)
/605
83.3%
.121
 
16.7%
ValueCountFrequency (%)
2121
100.0%
ValueCountFrequency (%)
_163
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin4315
81.0%
Common1010
 
19.0%

Most frequent character per script

ValueCountFrequency (%)
e477
11.1%
a460
10.7%
s429
9.9%
o423
9.8%
p393
9.1%
n327
7.6%
i319
7.4%
g272
 
6.3%
r232
 
5.4%
t186
 
4.3%
Other values (16)797
18.5%
ValueCountFrequency (%)
/605
59.9%
_163
 
16.1%
2121
 
12.0%
.121
 
12.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII5325
100.0%

Most frequent character per block

ValueCountFrequency (%)
/605
11.4%
e477
 
9.0%
a460
 
8.6%
s429
 
8.1%
o423
 
7.9%
p393
 
7.4%
n327
 
6.1%
i319
 
6.0%
g272
 
5.1%
r232
 
4.4%
Other values (20)1388
26.1%
Common prefix/apps/dota2/images/heroes/
Unique stems121
Unique names121
Unique extensions1
Unique directories1
Unique anchors1
ValueCountFrequency (%)
/apps/dota2/images/heroes/keeper_of_the_light_icon.png1
 
0.8%
/apps/dota2/images/heroes/bloodseeker_icon.png1
 
0.8%
/apps/dota2/images/heroes/venomancer_icon.png1
 
0.8%
/apps/dota2/images/heroes/terrorblade_icon.png1
 
0.8%
/apps/dota2/images/heroes/rubick_icon.png1
 
0.8%
/apps/dota2/images/heroes/puck_icon.png1
 
0.8%
/apps/dota2/images/heroes/slardar_icon.png1
 
0.8%
/apps/dota2/images/heroes/brewmaster_icon.png1
 
0.8%
/apps/dota2/images/heroes/lycan_icon.png1
 
0.8%
/apps/dota2/images/heroes/winter_wyvern_icon.png1
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
/apps/dota2/images/heroes/bane_icon1
 
0.8%
/apps/dota2/images/heroes/silencer_icon1
 
0.8%
/apps/dota2/images/heroes/obsidian_destroyer_icon1
 
0.8%
/apps/dota2/images/heroes/terrorblade_icon1
 
0.8%
/apps/dota2/images/heroes/rubick_icon1
 
0.8%
/apps/dota2/images/heroes/sand_king_icon1
 
0.8%
/apps/dota2/images/heroes/zuus_icon1
 
0.8%
/apps/dota2/images/heroes/mirana_icon1
 
0.8%
/apps/dota2/images/heroes/undying_icon1
 
0.8%
/apps/dota2/images/heroes/slark_icon1
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
bristleback_icon.png1
 
0.8%
dark_seer_icon.png1
 
0.8%
gyrocopter_icon.png1
 
0.8%
skeleton_king_icon.png1
 
0.8%
windrunner_icon.png1
 
0.8%
troll_warlord_icon.png1
 
0.8%
weaver_icon.png1
 
0.8%
tusk_icon.png1
 
0.8%
pugna_icon.png1
 
0.8%
earthshaker_icon.png1
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
.png121
100.0%
ValueCountFrequency (%)
/apps/dota2/images/heroes121
100.0%
ValueCountFrequency (%)
121
100.0%

base_health
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size7.2 KiB
200
121 

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters363
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row200
2nd row200
3rd row200
4th row200
5th row200
ValueCountFrequency (%)
200121
100.0%
2021-05-04T21:41:41.692315image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
2021-05-04T21:41:41.746171image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
ValueCountFrequency (%)
200121
100.0%

Most occurring characters

ValueCountFrequency (%)
0242
66.7%
2121
33.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number363
100.0%

Most frequent character per category

ValueCountFrequency (%)
0242
66.7%
2121
33.3%

Most occurring scripts

ValueCountFrequency (%)
Common363
100.0%

Most frequent character per script

ValueCountFrequency (%)
0242
66.7%
2121
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII363
100.0%

Most frequent character per block

ValueCountFrequency (%)
0242
66.7%
2121
33.3%

base_health_regen
Real number (ℝ≥0)

MISSING

Distinct12
Distinct (%)25.0%
Missing73
Missing (%)60.3%
Infinite0
Infinite (%)0.0%
Mean0.9427083333
Minimum0.25
Maximum3.25
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:41.795040image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum0.25
5-th percentile0.25
Q10.25
median0.625
Q31.3125
95-th percentile2.5
Maximum3.25
Range3
Interquartile range (IQR)1.0625

Descriptive statistics

Standard deviation0.7688060364
Coefficient of variation (CV)0.8155290552
Kurtosis0.9370961529
Mean0.9427083333
Median Absolute Deviation (MAD)0.375
Skewness1.242180509
Sum45.25
Variance0.5910627216
MonotocityNot monotonic
2021-05-04T21:41:41.873830image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0.2514
 
11.6%
0.510
 
8.3%
18
 
6.6%
1.54
 
3.3%
1.752
 
1.7%
0.752
 
1.7%
2.52
 
1.7%
1.252
 
1.7%
21
 
0.8%
2.751
 
0.8%
Other values (2)2
 
1.7%
(Missing)73
60.3%
ValueCountFrequency (%)
0.2514
11.6%
0.510
8.3%
0.752
 
1.7%
18
6.6%
1.252
 
1.7%
1.54
 
3.3%
1.752
 
1.7%
21
 
0.8%
2.251
 
0.8%
2.52
 
1.7%
ValueCountFrequency (%)
3.251
 
0.8%
2.751
 
0.8%
2.52
 
1.7%
2.251
 
0.8%
21
 
0.8%
1.752
 
1.7%
1.54
3.3%
1.252
 
1.7%
18
6.6%
0.752
 
1.7%

base_mana
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size7.1 KiB
75
121 

Length

Max length2
Median length2
Mean length2
Min length2

Characters and Unicode

Total characters242
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row75
2nd row75
3rd row75
4th row75
5th row75
ValueCountFrequency (%)
75121
100.0%
2021-05-04T21:41:42.056342image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
2021-05-04T21:41:42.114187image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
ValueCountFrequency (%)
75121
100.0%

Most occurring characters

ValueCountFrequency (%)
7121
50.0%
5121
50.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number242
100.0%

Most frequent character per category

ValueCountFrequency (%)
7121
50.0%
5121
50.0%

Most occurring scripts

ValueCountFrequency (%)
Common242
100.0%

Most frequent character per script

ValueCountFrequency (%)
7121
50.0%
5121
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII242
100.0%

Most frequent character per block

ValueCountFrequency (%)
7121
50.0%
5121
50.0%

base_mana_regen
Real number (ℝ≥0)

ZEROS

Distinct8
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.07685950413
Minimum0
Maximum1
Zeros105
Zeros (%)86.8%
Memory size1.1 KiB
2021-05-04T21:41:42.168043image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2120378624
Coefficient of variation (CV)2.758772188
Kurtosis7.262738409
Mean0.07685950413
Median Absolute Deviation (MAD)0
Skewness2.812506592
Sum9.3
Variance0.0449600551
MonotocityNot monotonic
2021-05-04T21:41:42.254811image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0105
86.8%
0.57
 
5.8%
0.753
 
2.5%
12
 
1.7%
0.31
 
0.8%
0.61
 
0.8%
0.41
 
0.8%
0.251
 
0.8%
ValueCountFrequency (%)
0105
86.8%
0.251
 
0.8%
0.31
 
0.8%
0.41
 
0.8%
0.57
 
5.8%
0.61
 
0.8%
0.753
 
2.5%
12
 
1.7%
ValueCountFrequency (%)
12
 
1.7%
0.753
 
2.5%
0.61
 
0.8%
0.57
 
5.8%
0.41
 
0.8%
0.31
 
0.8%
0.251
 
0.8%
0105
86.8%

base_armor
Real number (ℝ)

ZEROS

Distinct10
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4669421488
Minimum-3
Maximum5
Zeros36
Zeros (%)29.8%
Memory size1.1 KiB
2021-05-04T21:41:42.345568image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum-3
5-th percentile-1
Q1-1
median0
Q31
95-th percentile3
Maximum5
Range8
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.510705598
Coefficient of variation (CV)3.235316414
Kurtosis0.8260629198
Mean0.4669421488
Median Absolute Deviation (MAD)1
Skewness0.7905351781
Sum56.5
Variance2.282231405
MonotocityNot monotonic
2021-05-04T21:41:42.430342image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
036
29.8%
-129
24.0%
124
19.8%
216
13.2%
35
 
4.1%
-24
 
3.3%
53
 
2.5%
42
 
1.7%
-31
 
0.8%
2.51
 
0.8%
ValueCountFrequency (%)
-31
 
0.8%
-24
 
3.3%
-129
24.0%
036
29.8%
124
19.8%
216
13.2%
2.51
 
0.8%
35
 
4.1%
42
 
1.7%
53
 
2.5%
ValueCountFrequency (%)
53
 
2.5%
42
 
1.7%
35
 
4.1%
2.51
 
0.8%
216
13.2%
124
19.8%
036
29.8%
-129
24.0%
-24
 
3.3%
-31
 
0.8%

base_mr
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size7.1 KiB
25
121 

Length

Max length2
Median length2
Mean length2
Min length2

Characters and Unicode

Total characters242
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row25
2nd row25
3rd row25
4th row25
5th row25
ValueCountFrequency (%)
25121
100.0%
2021-05-04T21:41:42.601883image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
2021-05-04T21:41:42.655739image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
ValueCountFrequency (%)
25121
100.0%

Most occurring characters

ValueCountFrequency (%)
2121
50.0%
5121
50.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number242
100.0%

Most frequent character per category

ValueCountFrequency (%)
2121
50.0%
5121
50.0%

Most occurring scripts

ValueCountFrequency (%)
Common242
100.0%

Most frequent character per script

ValueCountFrequency (%)
2121
50.0%
5121
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII242
100.0%

Most frequent character per block

ValueCountFrequency (%)
2121
50.0%
5121
50.0%

base_attack_min
Real number (ℝ≥0)

HIGH CORRELATION

Distinct29
Distinct (%)24.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.97520661
Minimum9
Maximum62
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:42.711589image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum9
5-th percentile16
Q123
median27
Q331
95-th percentile38
Maximum62
Range53
Interquartile range (IQR)8

Descriptive statistics

Standard deviation7.353528416
Coefficient of variation (CV)0.2726032287
Kurtosis3.796413491
Mean26.97520661
Median Absolute Deviation (MAD)4
Skewness0.8058688463
Sum3264
Variance54.07438017
MonotocityNot monotonic
2021-05-04T21:41:42.816309image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
2913
 
10.7%
2411
 
9.1%
2710
 
8.3%
239
 
7.4%
269
 
7.4%
316
 
5.0%
306
 
5.0%
215
 
4.1%
355
 
4.1%
334
 
3.3%
Other values (19)43
35.5%
ValueCountFrequency (%)
92
 
1.7%
132
 
1.7%
141
 
0.8%
151
 
0.8%
163
 
2.5%
184
3.3%
194
3.3%
215
4.1%
224
3.3%
239
7.4%
ValueCountFrequency (%)
621
 
0.8%
461
 
0.8%
421
 
0.8%
412
 
1.7%
382
 
1.7%
372
 
1.7%
362
 
1.7%
355
4.1%
342
 
1.7%
334
3.3%

base_attack_max
Real number (ℝ≥0)

HIGH CORRELATION

Distinct33
Distinct (%)27.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean33.71900826
Minimum11
Maximum70
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:42.916043image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum11
5-th percentile21
Q130
median34
Q338
95-th percentile44
Maximum70
Range59
Interquartile range (IQR)8

Descriptive statistics

Standard deviation7.914357355
Coefficient of variation (CV)0.2347150098
Kurtosis3.795352616
Mean33.71900826
Median Absolute Deviation (MAD)4
Skewness0.7528447953
Sum4080
Variance62.63705234
MonotocityNot monotonic
2021-05-04T21:41:43.017771image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
3311
 
9.1%
3610
 
8.3%
3510
 
8.3%
317
 
5.8%
306
 
5.0%
416
 
5.0%
376
 
5.0%
395
 
4.1%
325
 
4.1%
345
 
4.1%
Other values (23)50
41.3%
ValueCountFrequency (%)
111
 
0.8%
181
 
0.8%
192
 
1.7%
201
 
0.8%
213
2.5%
222
 
1.7%
231
 
0.8%
255
4.1%
264
3.3%
273
2.5%
ValueCountFrequency (%)
701
 
0.8%
591
 
0.8%
531
 
0.8%
481
 
0.8%
461
 
0.8%
451
 
0.8%
441
 
0.8%
434
3.3%
421
 
0.8%
416
5.0%

base_str
Real number (ℝ≥0)

Distinct15
Distinct (%)12.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.38016529
Minimum15
Maximum29
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:43.114512image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum15
5-th percentile17
Q119
median21
Q323
95-th percentile26
Maximum29
Range14
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.953123201
Coefficient of variation (CV)0.1381244327
Kurtosis-0.4716055267
Mean21.38016529
Median Absolute Deviation (MAD)2
Skewness0.2578829187
Sum2587
Variance8.720936639
MonotocityNot monotonic
2021-05-04T21:41:43.196293image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
2118
14.9%
1817
14.0%
2216
13.2%
2313
10.7%
1910
8.3%
2010
8.3%
259
7.4%
248
6.6%
176
 
5.0%
265
 
4.1%
Other values (5)9
7.4%
ValueCountFrequency (%)
151
 
0.8%
162
 
1.7%
176
 
5.0%
1817
14.0%
1910
8.3%
2010
8.3%
2118
14.9%
2216
13.2%
2313
10.7%
248
6.6%
ValueCountFrequency (%)
291
 
0.8%
282
 
1.7%
273
 
2.5%
265
 
4.1%
259
7.4%
248
6.6%
2313
10.7%
2216
13.2%
2118
14.9%
2010
8.3%

base_agi
Real number (ℝ≥0)

Distinct19
Distinct (%)15.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.2231405
Minimum0
Maximum34
Zeros1
Zeros (%)0.8%
Memory size1.1 KiB
2021-05-04T21:41:43.286053image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile12
Q115
median18
Q322
95-th percentile24
Maximum34
Range34
Interquartile range (IQR)7

Descriptive statistics

Standard deviation4.473044458
Coefficient of variation (CV)0.2454595825
Kurtosis2.04002076
Mean18.2231405
Median Absolute Deviation (MAD)3
Skewness-0.2162067363
Sum2205
Variance20.00812672
MonotocityNot monotonic
2021-05-04T21:41:43.372822image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
1815
12.4%
2215
12.4%
1512
9.9%
149
 
7.4%
198
 
6.6%
238
 
6.6%
208
 
6.6%
217
 
5.8%
177
 
5.8%
167
 
5.8%
Other values (9)25
20.7%
ValueCountFrequency (%)
01
 
0.8%
102
 
1.7%
113
 
2.5%
124
 
3.3%
135
 
4.1%
149
7.4%
1512
9.9%
167
5.8%
177
5.8%
1815
12.4%
ValueCountFrequency (%)
341
 
0.8%
271
 
0.8%
263
 
2.5%
245
 
4.1%
238
6.6%
2215
12.4%
217
5.8%
208
6.6%
198
6.6%
1815
12.4%

base_int
Real number (ℝ≥0)

Distinct17
Distinct (%)14.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.90082645
Minimum12
Maximum30
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:43.460587image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum12
5-th percentile14
Q117
median20
Q323
95-th percentile26
Maximum30
Range18
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.905988903
Coefficient of variation (CV)0.1962726982
Kurtosis-0.4088783197
Mean19.90082645
Median Absolute Deviation (MAD)3
Skewness0.2745404502
Sum2408
Variance15.25674931
MonotocityNot monotonic
2021-05-04T21:41:43.551344image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
1815
12.4%
1513
10.7%
2111
9.1%
2311
9.1%
2010
8.3%
2510
8.3%
1610
8.3%
2210
8.3%
198
6.6%
245
 
4.1%
Other values (7)18
14.9%
ValueCountFrequency (%)
121
 
0.8%
132
 
1.7%
144
 
3.3%
1513
10.7%
1610
8.3%
174
 
3.3%
1815
12.4%
198
6.6%
2010
8.3%
2111
9.1%
ValueCountFrequency (%)
303
 
2.5%
271
 
0.8%
263
 
2.5%
2510
8.3%
245
4.1%
2311
9.1%
2210
8.3%
2111
9.1%
2010
8.3%
198
6.6%

str_gain
Real number (ℝ≥0)

Distinct27
Distinct (%)22.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.716528926
Minimum1.3
Maximum4.6
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:43.647088image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum1.3
5-th percentile1.9
Q12.3
median2.6
Q33.1
95-th percentile3.7
Maximum4.6
Range3.3
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation0.6007421948
Coefficient of variation (CV)0.2211433087
Kurtosis0.1339858327
Mean2.716528926
Median Absolute Deviation (MAD)0.4
Skewness0.4231173672
Sum328.7
Variance0.3608911846
MonotocityNot monotonic
2021-05-04T21:41:43.737845image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
312
 
9.9%
2.512
 
9.9%
2.412
 
9.9%
210
 
8.3%
2.69
 
7.4%
3.48
 
6.6%
2.27
 
5.8%
2.86
 
5.0%
3.55
 
4.1%
2.94
 
3.3%
Other values (17)36
29.8%
ValueCountFrequency (%)
1.31
 
0.8%
1.51
 
0.8%
1.72
 
1.7%
1.81
 
0.8%
1.93
 
2.5%
210
8.3%
2.13
 
2.5%
2.27
5.8%
2.33
 
2.5%
2.412
9.9%
ValueCountFrequency (%)
4.61
 
0.8%
4.41
 
0.8%
3.91
 
0.8%
3.82
 
1.7%
3.73
 
2.5%
3.62
 
1.7%
3.55
4.1%
3.48
6.6%
3.32
 
1.7%
3.23
 
2.5%

agi_gain
Real number (ℝ≥0)

Distinct33
Distinct (%)27.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.157024793
Minimum0
Maximum4.8
Zeros1
Zeros (%)0.8%
Memory size1.1 KiB
2021-05-04T21:41:43.835584image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1.2
Q11.6
median2
Q32.6
95-th percentile3.6
Maximum4.8
Range4.8
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.8276297931
Coefficient of variation (CV)0.3836904405
Kurtosis0.1808252471
Mean2.157024793
Median Absolute Deviation (MAD)0.5
Skewness0.604103279
Sum261
Variance0.6849710744
MonotocityNot monotonic
2021-05-04T21:41:43.944293image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
1.611
 
9.1%
1.79
 
7.4%
1.48
 
6.6%
1.88
 
6.6%
2.57
 
5.8%
1.55
 
4.1%
25
 
4.1%
1.35
 
4.1%
2.45
 
4.1%
2.65
 
4.1%
Other values (23)53
43.8%
ValueCountFrequency (%)
01
 
0.8%
0.81
 
0.8%
0.91
 
0.8%
13
 
2.5%
1.24
 
3.3%
1.35
4.1%
1.48
6.6%
1.55
4.1%
1.611
9.1%
1.79
7.4%
ValueCountFrequency (%)
4.81
 
0.8%
4.31
 
0.8%
3.81
 
0.8%
3.72
 
1.7%
3.64
3.3%
3.52
 
1.7%
3.43
2.5%
3.31
 
0.8%
3.25
4.1%
3.11
 
0.8%

int_gain
Real number (ℝ≥0)

Distinct31
Distinct (%)25.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.438016529
Minimum1
Maximum5.2
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:44.051008image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1.4
Q11.8
median2.1
Q33.2
95-th percentile3.8
Maximum5.2
Range4.2
Interquartile range (IQR)1.4

Descriptive statistics

Standard deviation0.8770458177
Coefficient of variation (CV)0.3597374371
Kurtosis-0.4331850894
Mean2.438016529
Median Absolute Deviation (MAD)0.6
Skewness0.6753772555
Sum295
Variance0.7692093664
MonotocityNot monotonic
2021-05-04T21:41:44.152736image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
1.813
 
10.7%
2.29
 
7.4%
28
 
6.6%
1.68
 
6.6%
1.77
 
5.8%
1.57
 
5.8%
3.56
 
5.0%
1.96
 
5.0%
2.95
 
4.1%
3.35
 
4.1%
Other values (21)47
38.8%
ValueCountFrequency (%)
11
 
0.8%
1.21
 
0.8%
1.32
 
1.7%
1.44
 
3.3%
1.57
5.8%
1.68
6.6%
1.77
5.8%
1.813
10.7%
1.96
5.0%
28
6.6%
ValueCountFrequency (%)
5.21
 
0.8%
4.61
 
0.8%
4.21
 
0.8%
4.12
 
1.7%
3.91
 
0.8%
3.83
2.5%
3.73
2.5%
3.64
3.3%
3.56
5.0%
3.43
2.5%

attack_range
Real number (ℝ≥0)

Distinct28
Distinct (%)23.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean350.7438017
Minimum150
Maximum700
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:44.250475image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum150
5-th percentile150
Q1150
median350
Q3550
95-th percentile625
Maximum700
Range550
Interquartile range (IQR)400

Descriptive statistics

Standard deviation201.1360041
Coefficient of variation (CV)0.5734556196
Kurtosis-1.70781899
Mean350.7438017
Median Absolute Deviation (MAD)200
Skewness0.2092009851
Sum42440
Variance40455.69215
MonotocityNot monotonic
2021-05-04T21:41:44.341232image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
15052
43.0%
60013
 
10.7%
5008
 
6.6%
5507
 
5.8%
4005
 
4.1%
6255
 
4.1%
5754
 
3.3%
2003
 
2.5%
4252
 
1.7%
6302
 
1.7%
Other values (18)20
 
16.5%
ValueCountFrequency (%)
15052
43.0%
1601
 
0.8%
1751
 
0.8%
2003
 
2.5%
2501
 
0.8%
3001
 
0.8%
3301
 
0.8%
3501
 
0.8%
3651
 
0.8%
3751
 
0.8%
ValueCountFrequency (%)
7001
 
0.8%
6751
 
0.8%
6701
 
0.8%
6501
 
0.8%
6302
 
1.7%
6255
 
4.1%
6201
 
0.8%
60013
10.7%
5754
 
3.3%
5507
5.8%

projectile_speed
Real number (ℝ≥0)

ZEROS

Distinct14
Distinct (%)11.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean961.9834711
Minimum0
Maximum3000
Zeros9
Zeros (%)7.4%
Memory size1.1 KiB
2021-05-04T21:41:44.428998image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1900
median900
Q31100
95-th percentile1500
Maximum3000
Range3000
Interquartile range (IQR)200

Descriptive statistics

Standard deviation424.1056665
Coefficient of variation (CV)0.4408658561
Kurtosis9.02188032
Mean961.9834711
Median Absolute Deviation (MAD)0
Skewness1.325965922
Sum116400
Variance179865.6164
MonotocityNot monotonic
2021-05-04T21:41:44.512774image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
90077
63.6%
120011
 
9.1%
09
 
7.4%
11005
 
4.1%
12503
 
2.5%
10003
 
2.5%
18002
 
1.7%
30002
 
1.7%
15002
 
1.7%
11252
 
1.7%
Other values (4)5
 
4.1%
ValueCountFrequency (%)
09
 
7.4%
7001
 
0.8%
90077
63.6%
10003
 
2.5%
11005
 
4.1%
11252
 
1.7%
120011
 
9.1%
12503
 
2.5%
13001
 
0.8%
14002
 
1.7%
ValueCountFrequency (%)
30002
 
1.7%
20001
 
0.8%
18002
 
1.7%
15002
 
1.7%
14002
 
1.7%
13001
 
0.8%
12503
 
2.5%
120011
9.1%
11252
 
1.7%
11005
4.1%

attack_rate
Real number (ℝ≥0)

Distinct7
Distinct (%)5.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.695867769
Minimum1.4
Maximum2
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:44.595552image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum1.4
5-th percentile1.5
Q11.7
median1.7
Q31.7
95-th percentile1.8
Maximum2
Range0.6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.07788527269
Coefficient of variation (CV)0.04592650095
Kurtosis6.25513976
Mean1.695867769
Median Absolute Deviation (MAD)0
Skewness-0.4657159129
Sum205.2
Variance0.006066115702
MonotocityNot monotonic
2021-05-04T21:41:44.670352image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
1.799
81.8%
1.85
 
4.1%
1.65
 
4.1%
1.55
 
4.1%
1.94
 
3.3%
1.42
 
1.7%
21
 
0.8%
ValueCountFrequency (%)
1.42
 
1.7%
1.55
 
4.1%
1.65
 
4.1%
1.799
81.8%
1.85
 
4.1%
1.94
 
3.3%
21
 
0.8%
ValueCountFrequency (%)
21
 
0.8%
1.94
 
3.3%
1.85
 
4.1%
1.799
81.8%
1.65
 
4.1%
1.55
 
4.1%
1.42
 
1.7%

move_speed
Real number (ℝ≥0)

Distinct12
Distinct (%)9.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean300.4958678
Minimum275
Maximum330
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:44.751136image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum275
5-th percentile280
Q1290
median300
Q3310
95-th percentile325
Maximum330
Range55
Interquartile range (IQR)20

Descriptive statistics

Standard deviation14.62596092
Coefficient of variation (CV)0.04867275223
Kurtosis-0.807492826
Mean300.4958678
Median Absolute Deviation (MAD)10
Skewness0.3413659856
Sum36360
Variance213.9187328
MonotocityNot monotonic
2021-05-04T21:41:44.826934image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
29028
23.1%
30514
11.6%
31012
9.9%
30011
 
9.1%
29510
 
8.3%
3209
 
7.4%
2808
 
6.6%
2858
 
6.6%
3257
 
5.8%
3155
 
4.1%
Other values (2)9
 
7.4%
ValueCountFrequency (%)
2754
 
3.3%
2808
 
6.6%
2858
 
6.6%
29028
23.1%
29510
 
8.3%
30011
 
9.1%
30514
11.6%
31012
9.9%
3155
 
4.1%
3209
 
7.4%
ValueCountFrequency (%)
3305
 
4.1%
3257
 
5.8%
3209
 
7.4%
3155
 
4.1%
31012
9.9%
30514
11.6%
30011
 
9.1%
29510
 
8.3%
29028
23.1%
2858
 
6.6%

turn_rate
Categorical

HIGH CORRELATION
MISSING

Distinct4
Distinct (%)12.9%
Missing90
Missing (%)74.4%
Memory size5.7 KiB
0.7000000000000001
14 
0.9
0.8
0.6000000000000001

Length

Max length18
Median length18
Mean length10.74193548
Min length3

Characters and Unicode

Total characters333
Distinct characters7
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.7000000000000001
2nd row0.9
3rd row0.9
4th row0.8
5th row0.7000000000000001
ValueCountFrequency (%)
0.700000000000000114
 
11.6%
0.99
 
7.4%
0.86
 
5.0%
0.60000000000000012
 
1.7%
(Missing)90
74.4%
2021-05-04T21:41:45.008449image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
2021-05-04T21:41:45.072278image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
ValueCountFrequency (%)
0.700000000000000114
45.2%
0.99
29.0%
0.86
19.4%
0.60000000000000012
 
6.5%

Most occurring characters

ValueCountFrequency (%)
0255
76.6%
.31
 
9.3%
116
 
4.8%
714
 
4.2%
99
 
2.7%
86
 
1.8%
62
 
0.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number302
90.7%
Other Punctuation31
 
9.3%

Most frequent character per category

ValueCountFrequency (%)
0255
84.4%
116
 
5.3%
714
 
4.6%
99
 
3.0%
86
 
2.0%
62
 
0.7%
ValueCountFrequency (%)
.31
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common333
100.0%

Most frequent character per script

ValueCountFrequency (%)
0255
76.6%
.31
 
9.3%
116
 
4.8%
714
 
4.2%
99
 
2.7%
86
 
1.8%
62
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII333
100.0%

Most frequent character per block

ValueCountFrequency (%)
0255
76.6%
.31
 
9.3%
116
 
4.8%
714
 
4.2%
99
 
2.7%
86
 
1.8%
62
 
0.6%

cm_enabled
Boolean

HIGH CORRELATION

Distinct2
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size249.0 B
True
120 
False
 
1
ValueCountFrequency (%)
True120
99.2%
False1
 
0.8%
2021-05-04T21:41:45.120150image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

legs
Categorical

HIGH CORRELATION

Distinct5
Distinct (%)4.1%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
2
99 
0
11 
4
 
7
6
 
3
8
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters121
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.8%

Sample

1st row2
2nd row2
3rd row4
4th row2
5th row2
ValueCountFrequency (%)
299
81.8%
011
 
9.1%
47
 
5.8%
63
 
2.5%
81
 
0.8%
2021-05-04T21:41:45.274736image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
2021-05-04T21:41:45.333579image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
ValueCountFrequency (%)
299
81.8%
011
 
9.1%
47
 
5.8%
63
 
2.5%
81
 
0.8%

Most occurring characters

ValueCountFrequency (%)
299
81.8%
011
 
9.1%
47
 
5.8%
63
 
2.5%
81
 
0.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number121
100.0%

Most frequent character per category

ValueCountFrequency (%)
299
81.8%
011
 
9.1%
47
 
5.8%
63
 
2.5%
81
 
0.8%

Most occurring scripts

ValueCountFrequency (%)
Common121
100.0%

Most frequent character per script

ValueCountFrequency (%)
299
81.8%
011
 
9.1%
47
 
5.8%
63
 
2.5%
81
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII121
100.0%

Most frequent character per block

ValueCountFrequency (%)
299
81.8%
011
 
9.1%
47
 
5.8%
63
 
2.5%
81
 
0.8%

hero_id
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean62.24793388
Minimum1
Maximum135
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:45.420347image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile7
Q132
median62
Q392
95-th percentile120
Maximum135
Range134
Interquartile range (IQR)60

Descriptive statistics

Standard deviation36.10108055
Coefficient of variation (CV)0.579956286
Kurtosis-1.089002305
Mean62.24793388
Median Absolute Deviation (MAD)30
Skewness0.05648282425
Sum7532
Variance1303.288017
MonotocityStrictly increasing
2021-05-04T21:41:45.548006image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
11
 
0.8%
631
 
0.8%
911
 
0.8%
901
 
0.8%
891
 
0.8%
881
 
0.8%
871
 
0.8%
861
 
0.8%
851
 
0.8%
841
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
11
0.8%
21
0.8%
31
0.8%
41
0.8%
51
0.8%
61
0.8%
71
0.8%
81
0.8%
91
0.8%
101
0.8%
ValueCountFrequency (%)
1351
0.8%
1291
0.8%
1281
0.8%
1261
0.8%
1231
0.8%
1211
0.8%
1201
0.8%
1191
0.8%
1141
0.8%
1131
0.8%

turbo_picks
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean44418.18182
Minimum5562
Maximum225556
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:45.677659image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum5562
5-th percentile10850
Q121616
median35774
Q353977
95-th percentile110935
Maximum225556
Range219994
Interquartile range (IQR)32361

Descriptive statistics

Standard deviation33659.6259
Coefficient of variation (CV)0.7577893674
Kurtosis7.720449439
Mean44418.18182
Median Absolute Deviation (MAD)16928
Skewness2.277519258
Sum5374600
Variance1132970416
MonotocityNot monotonic
2021-05-04T21:41:45.794347image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
396801
 
0.8%
256561
 
0.8%
529271
 
0.8%
357741
 
0.8%
269241
 
0.8%
300221
 
0.8%
229711
 
0.8%
55621
 
0.8%
215001
 
0.8%
818461
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
55621
0.8%
72701
0.8%
75761
0.8%
81481
0.8%
97971
0.8%
101941
0.8%
108501
0.8%
110781
0.8%
123341
0.8%
127381
0.8%
ValueCountFrequency (%)
2255561
0.8%
1665041
0.8%
1344141
0.8%
1343821
0.8%
1210811
0.8%
1170881
0.8%
1109351
0.8%
1109041
0.8%
928481
0.8%
901501
0.8%

turbo_wins
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22209.09091
Minimum2427
Maximum107532
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:45.913030image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum2427
5-th percentile4557
Q110900
median17780
Q327807
95-th percentile57241
Maximum107532
Range105105
Interquartile range (IQR)16907

Descriptive statistics

Standard deviation16972.3001
Coefficient of variation (CV)0.7642050801
Kurtosis6.053535962
Mean22209.09091
Median Absolute Deviation (MAD)8583
Skewness2.054952398
Sum2687300
Variance288058970.6
MonotocityNot monotonic
2021-05-04T21:41:46.034704image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
268811
 
0.8%
226331
 
0.8%
60421
 
0.8%
219541
 
0.8%
91501
 
0.8%
257871
 
0.8%
88861
 
0.8%
207261
 
0.8%
590551
 
0.8%
58051
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
24271
0.8%
33491
0.8%
34091
0.8%
34321
0.8%
42131
0.8%
44571
0.8%
45571
0.8%
47721
0.8%
58051
0.8%
60421
0.8%
ValueCountFrequency (%)
1075321
0.8%
830271
0.8%
722011
0.8%
623021
0.8%
605651
0.8%
590551
0.8%
572411
0.8%
568111
0.8%
499981
0.8%
482701
0.8%

pro_win
Real number (ℝ≥0)

HIGH CORRELATION

Distinct78
Distinct (%)64.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean57.47933884
Minimum0
Maximum245
Zeros1
Zeros (%)0.8%
Memory size1.1 KiB
2021-05-04T21:41:46.151392image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile5
Q120
median45
Q379
95-th percentile169
Maximum245
Range245
Interquartile range (IQR)59

Descriptive statistics

Standard deviation51.1633168
Coefficient of variation (CV)0.8901166547
Kurtosis2.600369826
Mean57.47933884
Median Absolute Deviation (MAD)26
Skewness1.584909698
Sum6955
Variance2617.684986
MonotocityNot monotonic
2021-05-04T21:41:46.275062image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
204
 
3.3%
154
 
3.3%
283
 
2.5%
273
 
2.5%
603
 
2.5%
53
 
2.5%
333
 
2.5%
93
 
2.5%
493
 
2.5%
163
 
2.5%
Other values (68)89
73.6%
ValueCountFrequency (%)
01
 
0.8%
22
1.7%
31
 
0.8%
41
 
0.8%
53
2.5%
71
 
0.8%
93
2.5%
101
 
0.8%
111
 
0.8%
121
 
0.8%
ValueCountFrequency (%)
2451
0.8%
2431
0.8%
2041
0.8%
1961
0.8%
1871
0.8%
1841
0.8%
1691
0.8%
1491
0.8%
1461
0.8%
1421
0.8%

pro_pick
Real number (ℝ≥0)

HIGH CORRELATION

Distinct94
Distinct (%)77.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean114.9586777
Minimum0
Maximum502
Zeros1
Zeros (%)0.8%
Memory size1.1 KiB
2021-05-04T21:41:46.392747image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile12
Q140
median88
Q3153
95-th percentile331
Maximum502
Range502
Interquartile range (IQR)113

Descriptive statistics

Standard deviation101.6289326
Coefficient of variation (CV)0.8840475087
Kurtosis2.754379545
Mean114.9586777
Median Absolute Deviation (MAD)50
Skewness1.616820094
Sum13910
Variance10328.43994
MonotocityNot monotonic
2021-05-04T21:41:46.516417image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
383
 
2.5%
743
 
2.5%
323
 
2.5%
583
 
2.5%
732
 
1.7%
1142
 
1.7%
462
 
1.7%
472
 
1.7%
372
 
1.7%
1022
 
1.7%
Other values (84)97
80.2%
ValueCountFrequency (%)
01
0.8%
62
1.7%
71
0.8%
91
0.8%
101
0.8%
121
0.8%
162
1.7%
172
1.7%
191
0.8%
221
0.8%
ValueCountFrequency (%)
5021
0.8%
4841
0.8%
4181
0.8%
3811
0.8%
3421
0.8%
3341
0.8%
3311
0.8%
3171
0.8%
3101
0.8%
3081
0.8%

pro_ban
Real number (ℝ≥0)

Distinct100
Distinct (%)82.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean157.2975207
Minimum0
Maximum864
Zeros1
Zeros (%)0.8%
Memory size1.1 KiB
2021-05-04T21:41:46.638091image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile7
Q132
median101
Q3204
95-th percentile511
Maximum864
Range864
Interquartile range (IQR)172

Descriptive statistics

Standard deviation170.364934
Coefficient of variation (CV)1.083074503
Kurtosis3.879535991
Mean157.2975207
Median Absolute Deviation (MAD)75
Skewness1.864080426
Sum19033
Variance29024.21074
MonotocityNot monotonic
2021-05-04T21:41:46.756774image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
73
 
2.5%
103
 
2.5%
1642
 
1.7%
192
 
1.7%
322
 
1.7%
802
 
1.7%
952
 
1.7%
262
 
1.7%
1292
 
1.7%
1012
 
1.7%
Other values (90)99
81.8%
ValueCountFrequency (%)
01
 
0.8%
32
1.7%
51
 
0.8%
62
1.7%
73
2.5%
103
2.5%
131
 
0.8%
142
1.7%
182
1.7%
192
1.7%
ValueCountFrequency (%)
8641
0.8%
7751
0.8%
7661
0.8%
5651
0.8%
5271
0.8%
5141
0.8%
5111
0.8%
4501
0.8%
4481
0.8%
4331
0.8%

1_pick
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11737.76033
Minimum830
Maximum35145
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:46.874460image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum830
5-th percentile2693
Q16195
median9807
Q316066
95-th percentile26963
Maximum35145
Range34315
Interquartile range (IQR)9871

Descriptive statistics

Standard deviation7755.504568
Coefficient of variation (CV)0.6607312085
Kurtosis0.545184886
Mean11737.76033
Median Absolute Deviation (MAD)5022
Skewness0.9768532362
Sum1420269
Variance60147851.1
MonotocityNot monotonic
2021-05-04T21:41:47.009099image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
167251
 
0.8%
172781
 
0.8%
160661
 
0.8%
109451
 
0.8%
53101
 
0.8%
45411
 
0.8%
70961
 
0.8%
146771
 
0.8%
227101
 
0.8%
40171
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
8301
0.8%
13801
0.8%
15531
0.8%
15811
0.8%
20441
0.8%
22381
0.8%
26931
0.8%
27311
0.8%
28941
0.8%
31091
0.8%
ValueCountFrequency (%)
351451
0.8%
347161
0.8%
333021
0.8%
294941
0.8%
294251
0.8%
284841
0.8%
269631
0.8%
250911
0.8%
250261
0.8%
243971
0.8%

1_win
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5868.876033
Minimum358
Maximum17897
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:47.130774image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum358
5-th percentile1227
Q12859
median4837
Q38030
95-th percentile13687
Maximum17897
Range17539
Interquartile range (IQR)5171

Descriptive statistics

Standard deviation4002.903135
Coefficient of variation (CV)0.6820561744
Kurtosis0.4120136741
Mean5868.876033
Median Absolute Deviation (MAD)2670
Skewness0.9639323384
Sum710134
Variance16023233.51
MonotocityNot monotonic
2021-05-04T21:41:47.249457image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
7691
 
0.8%
6521
 
0.8%
41031
 
0.8%
42821
 
0.8%
28961
 
0.8%
19721
 
0.8%
80301
 
0.8%
55471
 
0.8%
111851
 
0.8%
76001
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
3581
0.8%
6251
0.8%
6521
0.8%
7691
0.8%
8451
0.8%
11071
0.8%
12271
0.8%
12601
0.8%
12791
0.8%
14321
0.8%
ValueCountFrequency (%)
178971
0.8%
171741
0.8%
165231
0.8%
153011
0.8%
151411
0.8%
142941
0.8%
136871
0.8%
133251
0.8%
126791
0.8%
125951
0.8%

2_pick
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23386.35537
Minimum1460
Maximum72708
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:47.371131image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum1460
5-th percentile4516
Q112403
median20427
Q329313
95-th percentile53712
Maximum72708
Range71248
Interquartile range (IQR)16910

Descriptive statistics

Standard deviation14930.06194
Coefficient of variation (CV)0.638409094
Kurtosis1.012272997
Mean23386.35537
Median Absolute Deviation (MAD)8420
Skewness1.040200039
Sum2829749
Variance222906749.7
MonotocityNot monotonic
2021-05-04T21:41:47.488817image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
627201
 
0.8%
111381
 
0.8%
183601
 
0.8%
160551
 
0.8%
14601
 
0.8%
211711
 
0.8%
288471
 
0.8%
106701
 
0.8%
145071
 
0.8%
252571
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
14601
0.8%
25091
0.8%
30721
0.8%
31121
0.8%
31501
0.8%
44721
0.8%
45161
0.8%
46391
0.8%
57781
0.8%
58411
0.8%
ValueCountFrequency (%)
727081
0.8%
711901
0.8%
627201
0.8%
588171
0.8%
558641
0.8%
552281
0.8%
537121
0.8%
489981
0.8%
469161
0.8%
464551
0.8%

2_win
Real number (ℝ≥0)

HIGH CORRELATION

Distinct120
Distinct (%)99.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11693.18182
Minimum635
Maximum36612
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:47.610491image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum635
5-th percentile2107
Q16157
median10006
Q314793
95-th percentile25629
Maximum36612
Range35977
Interquartile range (IQR)8636

Descriptive statistics

Standard deviation7666.291119
Coefficient of variation (CV)0.6556206205
Kurtosis0.9217837898
Mean11693.18182
Median Absolute Deviation (MAD)4668
Skewness1.031299371
Sum1414875
Variance58772019.52
MonotocityNot monotonic
2021-05-04T21:41:47.727180image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
147932
 
1.7%
115211
 
0.8%
112041
 
0.8%
50521
 
0.8%
42801
 
0.8%
237341
 
0.8%
124681
 
0.8%
70871
 
0.8%
101581
 
0.8%
188611
 
0.8%
Other values (110)110
90.9%
ValueCountFrequency (%)
6351
0.8%
11611
0.8%
13121
0.8%
13141
0.8%
15391
0.8%
19071
0.8%
21071
0.8%
22821
0.8%
25981
0.8%
30771
0.8%
ValueCountFrequency (%)
366121
0.8%
355441
0.8%
323931
0.8%
310661
0.8%
283861
0.8%
278901
0.8%
256291
0.8%
251421
0.8%
243421
0.8%
237341
0.8%

3_pick
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean32802.1157
Minimum1871
Maximum100821
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:47.852844image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum1871
5-th percentile6063
Q120213
median30005
Q343184
95-th percentile68626
Maximum100821
Range98950
Interquartile range (IQR)22971

Descriptive statistics

Standard deviation20281.66581
Coefficient of variation (CV)0.6183035873
Kurtosis1.251381094
Mean32802.1157
Median Absolute Deviation (MAD)11056
Skewness1.052983854
Sum3969056
Variance411345968
MonotocityNot monotonic
2021-05-04T21:41:47.972523image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
680961
 
0.8%
304921
 
0.8%
199071
 
0.8%
449941
 
0.8%
559011
 
0.8%
86361
 
0.8%
319311
 
0.8%
288571
 
0.8%
347441
 
0.8%
581961
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
18711
0.8%
37071
0.8%
38631
0.8%
44821
0.8%
48561
0.8%
57231
0.8%
60631
0.8%
65211
0.8%
71911
0.8%
81361
0.8%
ValueCountFrequency (%)
1008211
0.8%
994911
0.8%
891491
0.8%
830301
0.8%
782821
0.8%
697711
0.8%
686261
0.8%
680961
0.8%
676321
0.8%
663001
0.8%

3_win
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16401.05785
Minimum843
Maximum50375
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:48.086220image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum843
5-th percentile2833
Q19501
median15215
Q321323
95-th percentile34649
Maximum50375
Range49532
Interquartile range (IQR)11822

Descriptive statistics

Standard deviation10353.35354
Coefficient of variation (CV)0.6312613269
Kurtosis1.20717521
Mean16401.05785
Median Absolute Deviation (MAD)5886
Skewness1.058458888
Sum1984528
Variance107191929.6
MonotocityNot monotonic
2021-05-04T21:41:48.209889image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
161281
 
0.8%
47471
 
0.8%
334741
 
0.8%
222081
 
0.8%
270711
 
0.8%
106851
 
0.8%
106841
 
0.8%
324431
 
0.8%
164811
 
0.8%
186151
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
8431
0.8%
16701
0.8%
18621
0.8%
19041
0.8%
24381
0.8%
26331
0.8%
28331
0.8%
32921
0.8%
38881
0.8%
39721
0.8%
ValueCountFrequency (%)
503751
0.8%
493681
0.8%
462391
0.8%
430121
0.8%
414151
0.8%
359681
0.8%
346491
0.8%
335691
0.8%
334741
0.8%
324431
0.8%

4_pick
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean32809.64463
Minimum1865
Maximum98930
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:48.329569image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum1865
5-th percentile6564
Q119902
median30218
Q343505
95-th percentile70362
Maximum98930
Range97065
Interquartile range (IQR)23603

Descriptive statistics

Standard deviation19796.62235
Coefficient of variation (CV)0.6033781399
Kurtosis1.476936347
Mean32809.64463
Median Absolute Deviation (MAD)10810
Skewness1.068096273
Sum3969967
Variance391906256.3
MonotocityNot monotonic
2021-05-04T21:41:48.451244image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
532491
 
0.8%
67851
 
0.8%
339841
 
0.8%
199021
 
0.8%
585531
 
0.8%
432581
 
0.8%
65781
 
0.8%
298721
 
0.8%
168151
 
0.8%
477891
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
18651
0.8%
38001
0.8%
41391
0.8%
46281
0.8%
52421
0.8%
55661
0.8%
65641
0.8%
65781
0.8%
67851
0.8%
70721
0.8%
ValueCountFrequency (%)
989301
0.8%
981641
0.8%
900831
0.8%
889011
0.8%
721551
0.8%
708281
0.8%
703621
0.8%
663411
0.8%
637541
0.8%
628811
0.8%

4_win
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16404.83471
Minimum871
Maximum48779
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:48.564939image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum871
5-th percentile3121
Q110210
median14929
Q320944
95-th percentile36016
Maximum48779
Range47908
Interquartile range (IQR)10734

Descriptive statistics

Standard deviation10045.82021
Coefficient of variation (CV)0.6123694865
Kurtosis1.505217048
Mean16404.83471
Median Absolute Deviation (MAD)5563
Skewness1.086636308
Sum1984985
Variance100918503.6
MonotocityNot monotonic
2021-05-04T21:41:48.691601image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
250891
 
0.8%
197161
 
0.8%
36371
 
0.8%
291131
 
0.8%
262911
 
0.8%
193771
 
0.8%
360161
 
0.8%
68311
 
0.8%
19631
 
0.8%
232081
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
8711
0.8%
16621
0.8%
19631
0.8%
21491
0.8%
25821
0.8%
26651
0.8%
31211
0.8%
34681
0.8%
34771
0.8%
35181
0.8%
ValueCountFrequency (%)
487791
0.8%
486481
0.8%
467991
0.8%
464551
0.8%
378531
0.8%
363861
0.8%
360161
0.8%
334151
0.8%
322831
0.8%
302751
0.8%

5_pick
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21767.91736
Minimum1258
Maximum63588
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:48.809286image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum1258
5-th percentile4073
Q112449
median20000
Q328225
95-th percentile44410
Maximum63588
Range62330
Interquartile range (IQR)15776

Descriptive statistics

Standard deviation12848.99397
Coefficient of variation (CV)0.5902720852
Kurtosis1.573289259
Mean21767.91736
Median Absolute Deviation (MAD)7705
Skewness1.062246679
Sum2633918
Variance165096646
MonotocityNot monotonic
2021-05-04T21:41:48.926972image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
48681
 
0.8%
313681
 
0.8%
63461
 
0.8%
306651
 
0.8%
334801
 
0.8%
635881
 
0.8%
178601
 
0.8%
50581
 
0.8%
119671
 
0.8%
191341
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
12581
0.8%
26641
0.8%
33071
0.8%
33191
0.8%
34811
0.8%
39651
0.8%
40731
0.8%
42771
0.8%
48681
0.8%
49501
0.8%
ValueCountFrequency (%)
635881
0.8%
633671
0.8%
632231
0.8%
575101
0.8%
469031
0.8%
466081
0.8%
444101
0.8%
443511
0.8%
432321
0.8%
418511
0.8%

5_win
Real number (ℝ≥0)

HIGH CORRELATION

Distinct120
Distinct (%)99.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10883.96694
Minimum591
Maximum33524
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:49.047650image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum591
5-th percentile2149
Q16434
median10098
Q314271
95-th percentile22781
Maximum33524
Range32933
Interquartile range (IQR)7837

Descriptive statistics

Standard deviation6506.790749
Coefficient of variation (CV)0.5978326453
Kurtosis1.765335544
Mean10883.96694
Median Absolute Deviation (MAD)3830
Skewness1.112948358
Sum1316960
Variance42338325.85
MonotocityNot monotonic
2021-05-04T21:41:49.171319image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
55012
 
1.7%
128071
 
0.8%
214341
 
0.8%
119461
 
0.8%
148751
 
0.8%
12231
 
0.8%
109501
 
0.8%
127411
 
0.8%
19881
 
0.8%
176031
 
0.8%
Other values (110)110
90.9%
ValueCountFrequency (%)
5911
0.8%
12231
0.8%
14381
0.8%
16291
0.8%
17421
0.8%
19881
0.8%
21491
0.8%
21541
0.8%
21581
0.8%
24571
0.8%
ValueCountFrequency (%)
335241
0.8%
314951
0.8%
309701
0.8%
298501
0.8%
244421
0.8%
240331
0.8%
227811
0.8%
218391
0.8%
214341
0.8%
202851
0.8%

6_pick
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10084.29752
Minimum730
Maximum30756
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:49.300972image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum730
5-th percentile2068
Q15768
median9544
Q312758
95-th percentile21031
Maximum30756
Range30026
Interquartile range (IQR)6990

Descriptive statistics

Standard deviation5861.585148
Coefficient of variation (CV)0.5812586485
Kurtosis1.628303763
Mean10084.29752
Median Absolute Deviation (MAD)3708
Skewness1.061332798
Sum1220200
Variance34358180.44
MonotocityNot monotonic
2021-05-04T21:41:49.423644image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
105601
 
0.8%
83101
 
0.8%
99101
 
0.8%
19891
 
0.8%
78541
 
0.8%
88761
 
0.8%
150191
 
0.8%
112891
 
0.8%
104071
 
0.8%
170611
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
7301
0.8%
14091
0.8%
15581
0.8%
15651
0.8%
18721
0.8%
19891
0.8%
20681
0.8%
22471
0.8%
24041
0.8%
24351
0.8%
ValueCountFrequency (%)
307561
0.8%
287291
0.8%
276141
0.8%
264381
0.8%
214391
0.8%
214091
0.8%
210311
0.8%
205281
0.8%
191011
0.8%
190541
0.8%

6_win
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5042.14876
Minimum370
Maximum16154
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:49.551303image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum370
5-th percentile1055
Q12933
median4792
Q36334
95-th percentile9948
Maximum16154
Range15784
Interquartile range (IQR)3401

Descriptive statistics

Standard deviation2945.28174
Coefficient of variation (CV)0.5841322579
Kurtosis1.975763745
Mean5042.14876
Median Absolute Deviation (MAD)1709
Skewness1.133149563
Sum610100
Variance8674684.528
MonotocityNot monotonic
2021-05-04T21:41:49.683948image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
23041
 
0.8%
48531
 
0.8%
83381
 
0.8%
112051
 
0.8%
42031
 
0.8%
44551
 
0.8%
53121
 
0.8%
63341
 
0.8%
7011
 
0.8%
73771
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
3701
0.8%
6811
0.8%
7011
0.8%
7411
0.8%
10111
0.8%
10191
0.8%
10551
0.8%
11331
0.8%
11421
0.8%
12331
0.8%
ValueCountFrequency (%)
161541
0.8%
142571
0.8%
136661
0.8%
134121
0.8%
112051
0.8%
110151
0.8%
99481
0.8%
97211
0.8%
96181
0.8%
95611
0.8%

7_pick
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4478.239669
Minimum347
Maximum14618
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:49.812604image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum347
5-th percentile1117
Q12516
median4200
Q35798
95-th percentile9133
Maximum14618
Range14271
Interquartile range (IQR)3282

Descriptive statistics

Standard deviation2572.34271
Coefficient of variation (CV)0.5744093438
Kurtosis1.894633632
Mean4478.239669
Median Absolute Deviation (MAD)1684
Skewness1.099914524
Sum541867
Variance6616947.017
MonotocityNot monotonic
2021-05-04T21:41:49.934279image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
71691
 
0.8%
47381
 
0.8%
47251
 
0.8%
17281
 
0.8%
50521
 
0.8%
19751
 
0.8%
50451
 
0.8%
48241
 
0.8%
37621
 
0.8%
78871
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
3471
0.8%
6491
0.8%
7311
0.8%
8621
0.8%
9671
0.8%
9911
0.8%
11171
0.8%
11431
0.8%
11551
0.8%
12271
0.8%
ValueCountFrequency (%)
146181
0.8%
124441
0.8%
113101
0.8%
112401
0.8%
92771
0.8%
91971
0.8%
91331
0.8%
90091
0.8%
89791
0.8%
86761
0.8%

7_win
Real number (ℝ≥0)

HIGH CORRELATION

Distinct119
Distinct (%)98.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2239.123967
Minimum188
Maximum7733
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:50.069920image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum188
5-th percentile560
Q11302
median2156
Q32832
95-th percentile4459
Maximum7733
Range7545
Interquartile range (IQR)1530

Descriptive statistics

Standard deviation1291.193231
Coefficient of variation (CV)0.5766510698
Kurtosis2.493711212
Mean2239.123967
Median Absolute Deviation (MAD)778
Skewness1.204721893
Sum270934
Variance1667179.96
MonotocityNot monotonic
2021-05-04T21:41:50.195580image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
31782
 
1.7%
23282
 
1.7%
23121
 
0.8%
24541
 
0.8%
27441
 
0.8%
24871
 
0.8%
14621
 
0.8%
17171
 
0.8%
27401
 
0.8%
16391
 
0.8%
Other values (109)109
90.1%
ValueCountFrequency (%)
1881
0.8%
3371
0.8%
3851
0.8%
3881
0.8%
4921
0.8%
5301
0.8%
5601
0.8%
6061
0.8%
6401
0.8%
6511
0.8%
ValueCountFrequency (%)
77331
0.8%
62021
0.8%
55981
0.8%
54551
0.8%
48541
0.8%
46501
0.8%
44591
0.8%
44411
0.8%
44341
0.8%
43341
0.8%

8_pick
Real number (ℝ≥0)

HIGH CORRELATION

Distinct117
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1401.38843
Minimum190
Maximum5058
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:50.316257image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum190
5-th percentile401
Q1787
median1211
Q31975
95-th percentile2742
Maximum5058
Range4868
Interquartile range (IQR)1188

Descriptive statistics

Standard deviation804.6991402
Coefficient of variation (CV)0.5742156301
Kurtosis2.484921622
Mean1401.38843
Median Absolute Deviation (MAD)522
Skewness1.140365536
Sum169568
Variance647540.7062
MonotocityNot monotonic
2021-05-04T21:41:50.436934image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
18602
 
1.7%
12042
 
1.7%
6642
 
1.7%
11772
 
1.7%
5121
 
0.8%
6771
 
0.8%
14671
 
0.8%
24881
 
0.8%
19751
 
0.8%
27421
 
0.8%
Other values (107)107
88.4%
ValueCountFrequency (%)
1901
0.8%
1911
0.8%
2541
0.8%
2971
0.8%
3711
0.8%
3791
0.8%
4011
0.8%
4091
0.8%
4201
0.8%
4401
0.8%
ValueCountFrequency (%)
50581
0.8%
34301
0.8%
32101
0.8%
31411
0.8%
28491
0.8%
28301
0.8%
27421
0.8%
25941
0.8%
25561
0.8%
25051
0.8%

8_win
Real number (ℝ≥0)

HIGH CORRELATION

Distinct118
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean700.7024793
Minimum97
Maximum2753
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:50.550631image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum97
5-th percentile208
Q1397
median609
Q3994
95-th percentile1322
Maximum2753
Range2656
Interquartile range (IQR)597

Descriptive statistics

Standard deviation407.7109606
Coefficient of variation (CV)0.5818603083
Kurtosis4.201638072
Mean700.7024793
Median Absolute Deviation (MAD)257
Skewness1.376295742
Sum84785
Variance166228.2274
MonotocityNot monotonic
2021-05-04T21:41:50.674300image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
11022
 
1.7%
3522
 
1.7%
6842
 
1.7%
5791
 
0.8%
4331
 
0.8%
7071
 
0.8%
1941
 
0.8%
27531
 
0.8%
4601
 
0.8%
7021
 
0.8%
Other values (108)108
89.3%
ValueCountFrequency (%)
971
0.8%
1041
0.8%
1301
0.8%
1361
0.8%
1941
0.8%
2001
0.8%
2081
0.8%
2111
0.8%
2171
0.8%
2211
0.8%
ValueCountFrequency (%)
27531
0.8%
17401
0.8%
16181
0.8%
15211
0.8%
13631
0.8%
13491
0.8%
13221
0.8%
12901
0.8%
12591
0.8%
12491
0.8%

null_pick
Real number (ℝ≥0)

UNIQUE

Distinct121
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1272171.909
Minimum93837
Maximum3620942
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB
2021-05-04T21:41:50.793980image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Quantile statistics

Minimum93837
5-th percentile265445
Q1735295
median1123865
Q31593740
95-th percentile2699512
Maximum3620942
Range3527105
Interquartile range (IQR)858445

Descriptive statistics

Standard deviation751803.3848
Coefficient of variation (CV)0.5909605293
Kurtosis0.3694434323
Mean1272171.909
Median Absolute Deviation (MAD)450347
Skewness0.8548825274
Sum153932801
Variance5.652083294 × 1011
MonotocityNot monotonic
2021-05-04T21:41:50.915655image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
14384641
 
0.8%
7609671
 
0.8%
12640701
 
0.8%
10764211
 
0.8%
2654451
 
0.8%
7581931
 
0.8%
2315941
 
0.8%
15182681
 
0.8%
6619461
 
0.8%
17327931
 
0.8%
Other values (111)111
91.7%
ValueCountFrequency (%)
938371
0.8%
1601571
0.8%
2315941
0.8%
2580871
0.8%
2597851
0.8%
2644931
0.8%
2654451
0.8%
2824921
0.8%
3264561
0.8%
3282931
0.8%
ValueCountFrequency (%)
36209421
0.8%
32211071
0.8%
32099341
0.8%
30565881
0.8%
30091221
0.8%
28191171
0.8%
26995121
0.8%
25423041
0.8%
24611521
0.8%
24085791
0.8%

null_win
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size7.0 KiB
0
121 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters121
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
0121
100.0%
2021-05-04T21:41:51.107143image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Histogram of lengths of the category
2021-05-04T21:41:51.160999image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
ValueCountFrequency (%)
0121
100.0%

Most occurring characters

ValueCountFrequency (%)
0121
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number121
100.0%

Most frequent character per category

ValueCountFrequency (%)
0121
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common121
100.0%

Most frequent character per script

ValueCountFrequency (%)
0121
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII121
100.0%

Most frequent character per block

ValueCountFrequency (%)
0121
100.0%

Interactions

2021-05-04T21:39:20.638443image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:20.741169image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:20.835915image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:20.933654image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:21.023414image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:21.116165image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:21.208918image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:21.305659image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:21.403398image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:21.562971image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:21.648742image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:21.731520image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:21.818289image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:21.909045image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:21.997808image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:22.086571image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:22.178327image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:22.264096image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:22.351862image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:22.435638image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:22.521409image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:22.605185image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:22.695942image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:22.784704image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:22.875462image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:22.966219image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:23.052987image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:23.138758image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:23.225526image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:23.316283image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:23.406043image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:23.496800image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:23.586560image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:23.747131image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:23.836891image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:23.929643image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.015414image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.101185image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.192940image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.273723image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.359494image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.445265image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.532033image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.611820image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.694598image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.777377image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.863147image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:24.942934image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.022721image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.106497image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.186284image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.274049image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.358822image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.439606image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.521388image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.602172image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.682956image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.769723image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.855494image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:25.933286image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:26.019057image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:26.104828image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:26.191596image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:26.364134image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:26.445916image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:26.527697image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:26.610476image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:26.692258image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:26.775036image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:26.860806image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:26.939596image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.028359image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.111137image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.190924image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.273702image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.360471image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.446241image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.532012image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.619777image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.709537image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.795308image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.881078image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:27.963857image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.050625image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.140385image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.226156image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.306940image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.387724image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.471501image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.559265image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.647031image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.731804image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.818572image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.901351image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:28.986124image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:29.069900image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:29.154673image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:29.234460image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:29.323227image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:29.411985image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:29.610455image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:29.700215image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:29.782993image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:29.865772image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:29.951543image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:30.035319image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:30.122087image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:30.210850image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:30.297617image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:30.387378image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:30.476140image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:30.569890image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:30.655661image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:30.741431image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:30.831191image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:30.926935image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:31.016695image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:31.109447image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:31.200204image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:31.291959image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:31.393687image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:31.489432image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:31.586172image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:31.677927image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:31.765692image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:31.852461image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:31.944215image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:32.039960image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:32.131715image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:32.220477image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:32.314226image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:32.404983image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:32.496738image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:32.592482image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:32.682242image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:32.769010image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:32.864754image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:32.959501image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:33.056242image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:33.151986image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:33.243741image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:33.335495image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:33.425256image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:33.515016image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:33.735426image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:33.833165image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:33.926914image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:34.028642image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:34.124386image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:34.222125image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:34.311885image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:34.399650image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:34.494397image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:34.584157image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:34.671923image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:34.760686image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:34.855432image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:34.946190image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:35.035949image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:35.127704image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:35.220456image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:35.312211image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:35.398979image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:39:35.482755image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
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2021-05-04T21:41:24.737645image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:24.832392image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:24.930131image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:25.023880image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:25.121619image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:25.217363image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:25.310115image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:25.402867image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:25.503597image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:25.589368image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:25.670152image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:25.754926image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:25.841693image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:25.924472image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.009246image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.094019image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.178792image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.269550image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.356318image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.440094image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.522872image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.615625image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.710371image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.801129image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.889892image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:26.979652image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.065422image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.153187image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.233971image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.314755image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.395539image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.482307image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.568078image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.655843image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.741614image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.824393image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.905177image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:27.988953image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:28.071731image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:28.156505image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:28.243273image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:28.328046image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:28.417806image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:28.504574image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:28.594334image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:28.678110image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:28.764878image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:28.847657image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:28.934425image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.016206image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.101977image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.183758image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.266537image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.351310image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.437081image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.523849image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.608622image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.688409image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.768196image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.852969image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:29.938740image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.021518image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.102302image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.186078image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.265865image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.347646image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.427433image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.509214image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.586009image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.670782image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.756553image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.844318image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:30.934078image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:31.019849image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:31.104622image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:32.042116image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:32.122900image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:32.206676image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:32.292446image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:32.379215image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:32.473961image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:32.575689image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:32.663455image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:32.745236image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:32.833999image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:32.928745image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:33.015513image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:33.108265image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:33.204009image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:33.294767image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:33.387519image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:33.479273image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:33.574020image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:33.669764image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:33.762516image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:33.851279image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:33.938047image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:34.029801image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:34.124548image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:34.219295image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:34.311049image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:34.404799image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:34.493562image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:34.588308image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:34.680063image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:34.770820image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:34.858586image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:34.954329image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:35.052068image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:35.150804image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:35.249540image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:35.338303image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:35.428063image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:35.518820image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:35.615562image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:35.716293image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:35.819018image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:35.917754image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:36.021477image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:36.123205image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:36.225930image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
2021-05-04T21:41:36.322671image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Correlations

2021-05-04T21:41:51.384401image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2021-05-04T21:41:51.795303image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2021-05-04T21:41:52.198226image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2021-05-04T21:41:52.625085image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.
2021-05-04T21:41:52.944231image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

2021-05-04T21:41:36.681711image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
A simple visualization of nullity by column.
2021-05-04T21:41:38.772122image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
2021-05-04T21:41:39.384485image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
2021-05-04T21:41:39.547050image/svg+xmlMatplotlib v3.4.1, https://matplotlib.org/
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

Sample

First rows

idnamelocalized_nameprimary_attrattack_typerolesimgiconbase_healthbase_health_regenbase_manabase_mana_regenbase_armorbase_mrbase_attack_minbase_attack_maxbase_strbase_agibase_intstr_gainagi_gainint_gainattack_rangeprojectile_speedattack_ratemove_speedturn_ratecm_enabledlegshero_idturbo_picksturbo_winspro_winpro_pickpro_ban1_pick1_win2_pick2_win3_pick3_win4_pick4_win5_pick5_win6_pick6_win7_pick7_win8_pick8_winnull_picknull_win
01npc_dota_hero_antimageAnti-MageagiMelee[Carry, Escape, Nuker]/apps/dota2/images/heroes/antimage_full.png?/apps/dota2/images/heroes/antimage_icon.png2000.25750.00.02529332324121.32.81.815001.4310NaNTrue2153977268812856172184169113369661803550537246944689823080304441472213526650157192810149171023793520
12npc_dota_hero_axeAxestrMelee[Initiator, Durable, Disabler, Jungler, Carry]/apps/dota2/images/heroes/axe_full.png?/apps/dota2/images/heroes/axe_icon.png2002.75750.0-1.02527312520183.42.21.61509001.7310NaNTrue226867236101357266191519945384762011351103263544853325089306651591613703696955542744141770219688450
23npc_dota_hero_baneBaneintRanged[Support, Disabler, Nuker, Durable]/apps/dota2/images/heroes/bane_full.png?/apps/dota2/images/heroes/bane_icon.png200NaN750.01.02535412222222.62.62.64009001.7305NaNTrue43108504772233814310914556645316797994689105625172731136623666184617479257693974599120
34npc_dota_hero_bloodseekerBloodseekeragiMelee[Carry, Disabler, Jungler, Nuker, Initiator]/apps/dota2/images/heroes/bloodseeker_full.png?/apps/dota2/images/heroes/bloodseeker_icon.png200NaN750.02.02535412422172.73.42.01509001.7300NaNTrue243732918696631322041325368691891198752165911337194081027112309643454472874236112307033338551340
45npc_dota_hero_crystal_maidenCrystal MaidenintRanged[Support, Disabler, Nuker, Jungler]/apps/dota2/images/heroes/crystal_maiden_full.png?/apps/dota2/images/heroes/crystal_maiden_icon.png200NaN751.0-1.02528341816162.21.63.36009001.7280NaNTrue25581822879229691022815119214500422988610873092658656292113714518533164638096681833782074105323596430
56npc_dota_hero_drow_rangerDrow RangeragiRanged[Carry, Disabler, Pusher]/apps/dota2/images/heroes/drow_ranger_full.png?/apps/dota2/images/heroes/drow_ranger_icon.png2000.25750.00.02529361820151.92.91.462512501.72900.7True2690150482702858732224311671364121892544277235373891120665240941280710407543740452103102555417327930
67npc_dota_hero_earthshakerEarthshakerstrMelee[Support, Initiator, Disabler, Nuker]/apps/dota2/images/heroes/earthshaker_full.png?/apps/dota2/images/heroes/earthshaker_icon.png2001.00750.02.02527372212163.71.41.815001.73100.9True27561442697971710138986617300811439244994215414635122237298111441113389640954992740136668419986150
78npc_dota_hero_juggernautJuggernautagiMelee[Carry, Pusher, Escape]/apps/dota2/images/heroes/juggernaut_full.png?/apps/dota2/images/heroes/juggernaut_icon.png2000.50750.00.02516202034142.22.81.415001.4305NaNTrue28117088590551462705652949415301627203239389149462398890146455575102985026438136661124055983141152132099340
89npc_dota_hero_miranaMiranaagiRanged[Carry, Support, Escape, Nuker, Disabler]/apps/dota2/images/heroes/mirana_full.png?/apps/dota2/images/heroes/mirana_icon.png200NaN750.4-1.02527321818222.23.71.96309001.7290NaNTrue29586853007588160771372470483510318063559012891458553302753891720046173168961716937062212116922944800
910npc_dota_hero_morphlingMorphlingagiRanged[Carry, Escape, Durable, Nuker, Disabler]/apps/dota2/images/heroes/morphling_full.png?/apps/dota2/images/heroes/morphling_icon.png200NaN750.0-2.0259182224193.04.31.835013001.5280NaNTrue0103877019437651534481022951172230011204323881612833984169112379711877121315997623830832484125915182680

Last rows

idnamelocalized_nameprimary_attrattack_typerolesimgiconbase_healthbase_health_regenbase_manabase_mana_regenbase_armorbase_mrbase_attack_minbase_attack_maxbase_strbase_agibase_intstr_gainagi_gainint_gainattack_rangeprojectile_speedattack_ratemove_speedturn_ratecm_enabledlegshero_idturbo_picksturbo_winspro_winpro_pickpro_ban1_pick1_win2_pick2_win3_pick3_win4_pick4_win5_pick5_win6_pick6_win7_pick7_win8_pick8_winnull_picknull_win
111113npc_dota_hero_arc_wardenArc WardenagiRanged[Carry, Escape, Nuker]/apps/dota2/images/heroes/arc_warden_full.png?/apps/dota2/images/heroes/arc_warden_icon.png2000.25750.0-1.02531412316242.82.52.66259001.72850.7True21131851995881226313876197281034189122956431129816962958351794605248719589934402176232280
112114npc_dota_hero_monkey_kingMonkey KingagiMelee[Carry, Escape, Disabler, Initiator]/apps/dota2/images/heroes/monkey_king_full.png?/apps/dota2/images/heroes/monkey_king_icon.png2001.00750.02.02529331822202.83.71.83009001.7305NaNTrue211446718212994289390172788030327481515144628209104350519978281151296212758593152212434147670721386400
113119npc_dota_hero_dark_willowDark WillowintRanged[Support, Nuker, Disabler, Escape]/apps/dota2/images/heroes/dark_willow_full.png?/apps/dota2/images/heroes/dark_willow_icon.png2000.50750.0-1.02527352018212.01.63.547512001.52900.7True21193577417456551236185644210175388798254651288127132138271950410212991051314824248718609969097930
114120npc_dota_hero_pangolierPangolieragiMelee[Carry, Nuker, Disabler, Durable, Escape, Initiator]/apps/dota2/images/heroes/pangolier_full.png?/apps/dota2/images/heroes/pangolier_icon.png2000.25750.01.02533391718162.53.21.91509001.73050.9True2120215009757972112554039180296694458183078582243911148620366954811289548659152956250512078820190
115121npc_dota_hero_grimstrokeGrimstrokeintRanged[Support, Nuker, Disabler, Escape]/apps/dota2/images/heroes/grimstroke_full.png?/apps/dota2/images/heroes/grimstroke_icon.png200NaN750.00.02521252118252.41.93.86009001.7290NaNTrue21213263116145245484344982548372371511805401472022345333228393366216967165948338788738542742136312497130
116123npc_dota_hero_hoodwinkHoodwinkagiRanged[Nuker, Escape, Disabler]/apps/dota2/images/heroes/hoodwink_full.png?/apps/dota2/images/heroes/hoodwink_icon.png2000.25750.00.02522291724212.03.62.957518002.03200.9True212342902207261946328433394618360869928857138183215815449233401127411231532746622198124759415812000
117126npc_dota_hero_void_spiritVoid SpiritintMelee[Carry, Escape, Nuker, Disabler]/apps/dota2/images/heroes/void_spirit_full.png?/apps/dota2/images/heroes/void_spirit_icon.png200NaN750.6-1.02530342219242.62.23.12009001.72950.7True2126258621173514231039463632843140156612236701117029001140412315611162124736108598528832556121211863150
118128npc_dota_hero_snapfireSnapfirestrRanged[Support, Nuker, Disabler, Escape]/apps/dota2/images/heroes/snapfire_full.png?/apps/dota2/images/heroes/snapfire_icon.png200NaN750.01.02526322016213.31.92.250018001.6300NaNTrue2128386671778016933414261812896146816893253781218729403141172194410491110835258549626292093100212563360
119129npc_dota_hero_marsMarsstrMelee[Carry, Initiator, Disabler, Durable]/apps/dota2/images/heroes/mars_full.png?/apps/dota2/images/heroes/mars_icon.png200NaN750.5-1.02529372320213.41.72.22509001.83100.8True2129292271411520441851184293988205709611351911648141355193773167714875158107377766136282830132217216870
120135npc_dota_hero_dawnbreakerDawnbreakerstrMelee[Carry, Durable]/apps/dota2/images/heroes/dawnbreaker_full.png?/apps/dota2/images/heroes/dawnbreaker_icon.png200NaN750.02.02531352620203.62.42.21509001.73100.6False21356693631401000269631368755228283868303043012900834679963588335243075616154146187733505827532597850